{"id":"W4416161777","doi":"10.1007/978-3-032-02333-9_22","title":"Mentor-Embedded Professional Learning Communities (MEPLCs) as a Tool for Teacher Induction","year":2025,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Mentorship; Coaching; Teacher induction; Professional development; Professional learning community; Faculty development; Teacher education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001785588,0.0002874109,0.0001635079,0.0006752351,0.001495183,0.003038417,0.001600861,0.001085713,0.02866825],"category_scores_gemma":[0.00340506,0.0001901823,0.0002612837,0.0008141723,0.0009322562,0.003726152,0.004761371,0.001553483,0.004456325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007833246,"about_ca_system_score_gemma":0.001770416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004895738,"about_ca_topic_score_gemma":0.002247744,"domain_scores_codex":[0.9988589,0.0006134117,0.00002179594,0.00009351106,0.0003164561,0.00009582799],"domain_scores_gemma":[0.9973707,0.001536163,0.0001018508,0.0002804843,0.0001476894,0.0005630634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001295616,0.0008339846,0.0008029682,0.0003324266,0.000006379465,0.0004229561,0.01169388,0.0005930091,0.001919033,0.08174695,0.04439428,0.8571246],"study_design_scores_gemma":[0.0001164306,0.0008426649,0.003345402,0.0006188484,0.00001774455,0.00201816,0.009622704,0.009281876,0.00767818,0.07484887,0.8915561,0.0000528916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09470171,0.003994529,0.1722233,0.006755438,0.001056953,0.0006457072,0.0002110245,0.004801576,0.7156097],"genre_scores_gemma":[0.3977399,0.001816033,0.1473561,0.0008198992,0.0002283088,0.0005808542,0.0002955057,0.0006944109,0.4504689],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02866825,"threshold_uncertainty_score":0.09590489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600170109647247,"score_gpt":0.3651767365318395,"score_spread":0.339175035435367,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}